The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Ethical approval
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Availability of data and materials
The datasets that support the findings of this study are available from the corresponding author upon reasonable request.
Funding
Authors are grateful to the financial support from the Science and Technology Project of Jiangsu Market Supervision Administration [KJ2024102, KJ2023077], the Fund for Academic Innovation Teams of South-Central Minzu University [XTZ24029]. The study sponsor assumes responsibility for the collection, analysis, and interpretation of data in the study design, and they were involved in writing the report and deciding whether to publish it.
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References
Tu W, Cao X, Cheng J, Li L, Zhang T, Wu Q, et al. Chinese Baijiu: The Perfect Works of Microorganisms.Front Microbiol. 2022;13:919044. [DOI] [PubMed] [PMC]
Liu H, Sun B. Effect of Fermentation Processing on the Flavor of Baijiu.J Agric Food Chem. 2018;66:5425–32. [DOI] [PubMed]
Wang L, Chen S, Xu Y. Distilled beverage aging: A review on aroma characteristics, maturation mechanisms, and artificial aging techniques.Compr Rev Food Sci Food Saf. 2023;22:502–34. [DOI] [PubMed]
Hong JX, Zhao DR, Sun BG. Research progress on the profile of trace components in Baijiu.Food Rev Int. 2023;39:1666–93. [DOI]
Yi Z, Jin Y, Xiao Y, Chen L, Tan L, Du A, et al. Unraveling the Contribution of High Temperature Stage to Jiang-Flavor Daqu, a Liquor Starter for Production of Chinese Jiang-Flavor Baijiu, With Special Reference to Metatranscriptomics.Front Microbiol. 2019;10:472. [DOI] [PubMed] [PMC]
Xiao C, Lu Z, Zhang X, Wang S, Ao L, Shen C, et al. Bio-Heat Is a Key Environmental Driver Shaping the Microbial Community of Medium-Temperature Daqu.Appl Environ Microbiol. 2017;83:e01550–17. [DOI] [PubMed] [PMC]
Wang M, Yang J, Zhao Q, Zhang K, Su C. Research Progress on Flavor Compounds and Microorganisms of Maotai Flavor Baijiu.J Food Sci. 2019;84:6–18. [DOI] [PubMed]
He X, Yangming H, Górska-Horczyczak E, Wierzbicka A, Jeleń HH. Rapid analysis of Baijiu volatile compounds fingerprint for their aroma and regional origin authenticity assessment.Food Chem. 2021;337:128002. [DOI] [PubMed]
Zong XY, Zhou XJ, Wen L, Gan S, Li L. Identification of Baijiu based on the Raman spectroscopy and back-propagation neural network optimized using genetic algorithm.J Food Compos Anal. 2023;126:105917. [DOI]
Jiang X, Xie Y, Wan D, Chen M, Zheng F. GUITAR-enhanced facile discrimination of aged Chinese Baijiu using electrochemical impedance spectroscopy.Anal Chim Acta. 2019;1059:36–41. [DOI] [PubMed]
Hu SQ, Wang L. Age discrimination of Chinese Baijiu based on midinfrared spectroscopy and chemometrics.J Food Quality. 2021;2021:5527826. [DOI]
Xu HB, Shao KY, Hu WX. Synthesis and Spectroscopy of 2-(2-Hydroxyphenyl) benzothiazole.Microwave Chem. 2020;4:13–21. Chinese. [DOI]
Weller A. Intramolecular proton transfer in excited states.Z Elektrochem Angew Phys Chem. 1956;60:1144–7. German. [DOI]
Hamada Y, Sano T, Fujii H, Nishio Y, Takahashi H, Shibata K. White-light-emitting material for organic electroluminescent devices.Jpn J Appl Phys. 1996;35:L1339. [DOI]
Chen HY, Zhu YM, Xie YF, Long WJ, Lan W, She YB, et al. Rapid identification of high-temperature Daqu Baijiu with the same aroma type through the excitation emission matrix fluorescence of maillard reaction products.Food Control. 2023;153:109938. [DOI]
Azizan NI, Mokhtar NFK, Arshad S, Sharin SN, Mohamad N, Mustafa S, et al. Detection of lard adulteration in wheat biscuits using chemometrics-assisted GCMS and random forest.Food Anal Method. 2021;14:2276–87. [DOI]
Chung HT, Tsai CC, Jen KK, Huang YS, Ferng YC, Lo CY, et al. Optimization of process parameters of selective laser melted nickel-based superalloy for densification by random forest regression algorithm and response surface methodology.Results Eng. 2024;22:102182. [DOI]
Pagani AP, Camargo G, Ibañez GA, Olivieri AC, Pomerantsev AL, Rodionova OY. Data-Driven Version of Multiway Soft Independent Modeling of Class Analogy (N-Way DD-SIMCA): Theory and Application.Anal Chem. 2024;96:4845–53. [DOI] [PubMed]
Zhu Y, Xiang F, Su Y, Jiang X, Cang Y, Long W, et al. Authenticity identification of high - Temperature Daqu Baijiu through multi-channel visual array sensor of organic dyes combined with smart phone App.Food Chem. 2024;438:137980. [DOI] [PubMed]
Onça L, Koljančić N, Furdíková K, Khvalbota L, Špánik I, Gomes AA. A digital image smartphone-based approach to Slovak Tokaj wine authentication chemometric assisted.Food Chem. 2024;456:140075. [DOI] [PubMed]
Reis-Pereira M, Mazivila SJ, Tavares F, Neves dos Santos F, Cunha M. Early plant disease diagnosis through handheld UV–Vis transmittance spectrometer with DD-SIMCA one-class classification and MCR-ALS bilinear decomposition.Smart Agric Technol. 2024;9:100631. [DOI]
Ju Y, Liu H, Niu S, Kang L, Ma L, Li A, et al. Optimizing geographical traceability models of Chinese Lycium barbarum: Investigating effects of region, cultivar, and harvest year on nutrients, bioactives, elements and stable isotope composition.Food Chem. 2024;467:142286. [DOI] [PubMed]
Kuligowski J, Moreno-Torres M, Quintás G. Improving insights from metabolomic functional analysis combining multivariate tools.Anal Chim Acta. 2024;1323:343062. [DOI] [PubMed]
Wang X, He M, Zheng J, Ma Y, Hou C, Hou D. Methodology and optimization research for discrimination of different brands of Baijiu based on multispectral techniques.Food Measure. 2024;18:7855–67. [DOI]
Nowak A, Janoszka B, Szumska M, Tyrpień-Golder K. FURFURAL, HYDROXYMETHYLFURFURAL AND FUROSINE AS MAILLARD REACTION MARKERS IN FRUIT BASED FOODS INCLUDING JAMS AND BABY FOOD.JMBFS. 2021;11:e1384. [DOI]
Xu HY. Study on the relationship between furfural content and flavor type in Baijiu.Liquor Making. 2002;29:37–9.
Zhu XQ, Lei WH, Huang YY. Research progress of 5 – hydroxymethyl furfural in food and its safety.J Food Saf Qual. 2022;15:4983–991.
Li L. A preliminary study on the characteristics of Maotai Baijiu that cannot be copied.Changjiang Series. 2019;89–90.
Niu J, Yang S, Shen Y, Cheng W, Li H, Sun J, et al. What are the main factors that affect the flavor of sauce-aroma Baijiu.Foods. 2022;11:3534. [DOI]
Ling Y, Li W, Tong T, Li Z, Li Q, Bai Z, et al. Assessing the Microbial Communities in Four Different Daqus by Using PCR-DGGE, PLFA, and Biolog Analyses.Pol J Microbiol. 2020; 27–37. [DOI]
Wang AH, Zhang H, Abou-Zied OK, Yu C, Romesberg FE, Glasbeek M. Femtosecond fluorescence upconversion studies of excited-state proton-transfer dynamics in 2-(2′-hydroxyphenyl)benzoxazole (HBO) in liquid solution and DNA.Chem Phys Lett. 2003;367:599–608. [DOI]
Zheng J, Zhang G, Wu F, Ma L, Chen W. The spectra properties of 2-(2'-hydroxyphenyl)benzothiazole in different solvents.Guang Pu Xue Yu Guang Pu Fen Xi. 2008;28:970–3. [PubMed]
